io.github.saagpatel/shadow-mcp

Official

by saagpatel · Python

shadow-mcp

Local MCP server that inventories and risk-grades MCP servers configured on this machine.

Inventories and risk-grades MCP servers configured on the local machine.

README.md6 KBView on GitHub

shadow-mcp

Discover and risk-grade the MCP servers actually present on this machine.

Most MCP security tooling assumes you already have a list of servers to audit. On a real developer machine you don't: servers are scattered across Claude Code, Codex, Claude Desktop, project-local .mcp.json files, DXT extensions, and live processes that bind no port. shadow-mcp finds them first, then grades them.

This is the local-first answer to OWASP MCP09:2025 — Shadow MCP Servers.

What it does

code

discover  ->  inventory  ->  risk-grade  ->  report

Discover (read-only) every place an MCP server is declared or running: Claude Code (~/.claude.json, user + project scope), claude mcp list (catches remote + plugin servers no file contains), Codex (~/.codex/config.toml + profiles), project .mcp.json, Claude Desktop config + DXT extension manifests, and the live process table.
Inventory: merge sightings into one entry per logical server, even when a server appears under different names across hosts (personal-ops vs personal_ops), tracking every provenance.
Risk-grade by delegating to the existing engines rather than reimplementing them:
- MCPAudit for a 0-10 capability composite + injection findings
- mcp-trust for an authoritative A-F danger grade (when known)
- a thin local layer for the config-shaped OWASP dimensions the engines under-cover (secrets/MCP01, supply-chain provenance/MCP04, transport exposure/MCP07).
Report: a ranked terminal table, a machine-readable JSON inventory, or markdown — plus a Shadow & attention section for the deltas that matter (running-but-unconfigured, broad blast radius, capable-but-ungraded).

The risk model and its OWASP mapping live in docs/risk-model.md.

Install

bash

uv sync                 # installs deps incl. MCPAudit as a local editable engine

shadow-mcp grades against your local checkouts of MCPAudit (../MCPAudit) and mcp-trust (../mcp-trust/registry.db). Override with SHADOW_MCP_MCPTRUST_DB or --registry-db.

Use

bash

uv run shadow-mcp scan                      # full pipeline, terminal report
uv run shadow-mcp scan --json out.json      # machine-readable inventory
uv run shadow-mcp scan --format markdown    # markdown report
uv run shadow-mcp discover                  # inventory only, no grading
uv run shadow-mcp sources                   # per-collector counts
uv run shadow-mcp grade-missing             # A-F for servers the registry hasn't scanned
uv run shadow-mcp deep-scan cost-tracker    # connect to a server, grade its real tools

Useful flags: --no-processes (skip the live process scan), --no-cli (skip claude mcp list), --no-mcpaudit (inventory + mcp-trust only), --home PATH (point discovery at a fixture tree).

Static vs connected grading

By default grading is static (config-only): no server is spawned, so grades reflect what's visible in the config. That's safe but coarse — a server's real capability only shows once you connect and list its tools.

shadow-mcp scan --connect (or deep-scan [names...]) spawns each stdio server and enumerates its real tools, delegating to MCPAudit's connected engine for a capability grade that actually differentiates (a filesystem server jumps from a static A to a connected D). This is opt-in because connecting executes the server; remote endpoints are never spawned (that's the network-scan tier), and a server that needs real secrets to start falls back to its static grade.

Development

bash

uv sync                       # dev tools + grading engines (the default groups)
uv run pytest                 # full suite (61 + engine-backed tests)
uv run ruff check .           # lint

The grading engines are an optional engines dependency-group, resolved to your local checkouts of ../MCPAudit and ../mcp-trust via [tool.uv.sources]. The tool degrades to discovery-only without them (engine-backed tests skip cleanly), so CI installs without them:

bash

uv sync --no-group engines    # discovery + local OWASP layer only (what CI runs)

Safety

Read-only discovery. Collectors parse configs and list processes; nothing they find is ever mutated. (--connect/deep-scan is the one path that executes servers, and only when you explicitly ask.)
Secrets stay out. We record env variable names (to flag secret-bearing servers per MCP01) but never their values. A captured inventory still contains real local paths and hostnames, so treat *.inventory.json as private (it is git-ignored by default).

Use as an MCP server

shadow-mcp can serve its own inventory tools as an MCP server so an agent can query your local MCP surface without leaving the conversation.

Tools

Tool	Description
`scan_local`	Full pipeline (discover → inventory → grade → report). Returns JSON.
`discover_local`	Inventory every MCP server without grading. Returns JSON.
`deep_scan`	Grade only the named servers (static, no spawning). Accepts `names: list[str]`. Returns JSON.
`list_sources`	Per-collector source counts from a discover run. Returns JSON.

Run the server

bash

# directly from a local checkout
shadow-mcp mcp-serve

# via uvx (once published to PyPI)
uvx shadow-mcp mcp-serve

LOCAL only. The MCP server never connects to hosted MCP endpoints — all grading is static (config-based). connect=False is enforced unconditionally; no server is ever spawned from an MCP tool call.

Scope

This is the local-first tool: it inventories one machine from its configs and processes. A later network-scan expansion (probing hosts/ports for remote MCP endpoints, org-wide fleet inventory, typosquat-distance provenance checks) is deliberately out of scope here — see the bottom of docs/risk-model.md and the project notes for what that would add.

Install

claude_desktop_config.json

{
  "mcpServers": {
    "shadow-mcp": {
      "command": "uvx",
      "args": [
        "shadow-mcp",
        "mcp-serve"
      ]
    }
  }
}